ctmkrs17,github

3d-hypergamo

Keras implementation of Generative Adversarial Minority Oversampling for Spectral-Spatial Hyperspectral Image Classification

a-spn

the official implementation of paper Attention-Based Second-Order Pooling Network for Hyperspectral Image Classification (A-SPN).

a-spn-release

An attention-based second-order pooling network DEMO for hyperspectral image classification.

a2s2k-resnet_hsi

A2S2K-ResNet: Attention-Based Adaptive Spectral-Spatial Kernel ResNet for Hyperspectral Image Classification

contrastive-classification-keras

Implementation of self-supervised image-level contrastive pretraining methods using Keras.

dbda-pytorch

This repository implementates 6 frameworks for hyperspectral image classification based on PyTorch and sklearn.

dcfsl-2021

Deep Cross-domain Few-shot Learning for Hyperspectral Image Classification

densenet-keras

DenseNet Implementation in Keras with ImageNet Pretrained Models

dgpf-renet

DGPF-RENet: A Low Data Dependency Network For Hyperspectral Image Classification (Submitted to TGRS)

fluent-python-2

Example code for Fluent Python, 2nd edition (O'Reilly, 2021)

hyperspectral_deeplearning_review

Code of paper "Deep Learning Classifiers for Hyperspectral Imaging: A Review"

image-augmentation-layers-keras

Implementation of custom image augmentation layers using Keras.

image-segmentation-keras

Implementation of Segnet, FCN, UNet , PSPNet and other models in Keras.

keras-io-old

Keras documentation, hosted live at keras.io

mafn-dbda-dffn-others

Hyperspectral Image Classification with Multi-attention Fusion Network-code

S. Liu, Q. Shi and L. Zhang, "Few-Shot Hyperspectral Image Classification With Unknown Classes Using Multitask Deep Learning," in IEEE Transactions on Geoscience and Remote Sensing, doi: 10.1109/TGRS.2020.3018879.

mlhdn-release

A DEMO for "Multiview Low-Rank Hybrid Dilated Network for SAR Target Recognition Using Limited Training Samples" (Xue et al., IEEE ACCESS, 2020)

rit-18

High-Resolution Multispectral Dataset for Semantic Segmentation

rs_clf_utils

Remote sensing image classification based on deep learning

rs_seg_keras_deeplabv3

遥感图像的语义分割，分别使用Deeplab V3+(Xception 和mobilenet V2 backbone)和unet模型，keras+python

s3eresbof

A keras based implementation of S3EResBoF in IEEE TGRS paper "Lightweight Spectral-Spatial Squeeze-and-Excitation Residual Bag-of-Features Learning for Hyperspectral Classification"

satellite-segmentation

【Keras】基于SegNet和U-Net的遥感图像语义分割

sprlt-net

A demo for Hyperspectral image classification

ss-mtr

Code for the paper 'Spectral–Spatial Masked Transformer With Supervised and Contrastive Learning for Hyperspectral Image Classification'.

ssfcn

Spectral-Spatial Fully Convolutional Networks for Hyperspectral Image Classification

unet_keras

unet for image segmentation

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